دانلود کتاب Towards Industry 5.0: Selected Papers from ISPR2022, October 6–8, 2022, Antalya

فهرست مطالب :

Foreword
Preface
Towards Industry 5.0 - Future of Manufacturing
Organization
Invited Articles
How Sociofoil Technologies Can Give You a Lift in the Linguistic Vehicle of Thought
Next Generation Digital Engineering Methods and Tools
Contents
Artificial Intelligence Applications
Geometrical Tolerances Android Application Developed for Student for a Better Understanding of Orientation Tolerances According to the Latest ISO Standards
1 Introduction
2 Research Methodology
3 Results
4 Conclusions
References
Machine Learning Based Approaches for Short Term Sales Forecasting in E-Commerce
1 Introduction
2 Literature Review
3 Methodology
3.1 LSTM
3.2 SVR
3.3 Linear Regression
4 Performance Measures
4.1 Mean Squared Error
4.2 Root Mean Squared Error
4.3 Mean Absolute Error
4.4 Symmetric Mean Absolute Percentage Error
5 Application
5.1 Dataset
5.2 Forecasting of Sales Values with Proposed Models
6 Conclusion
References
Salesperson Churn Prediction with Machine Learning Approaches in the Retail Industry
1 Introduction
2 Literature Survey
3 Methodological Framework
3.1 Proposed Machine Learning Algorithms
3.2 Dataset Description
4 Computational Results
5 Discussion
References
Computer Aided Manufacturing
Manufacturing Execution Systems and Evaluation of Machine Efficiency in Manufacturing Systems: An Example of an Injection Machine
1 Introduction
2 Literature Review
2.1 Lean Manufacturing
2.2 Industry 4.0 and Digital Transformation
2.3 Manufacturing Execution Systems (MES)
2.4 Total Productive Maintenance – TPM
3 Methodology and Application
3.1 Basic Concepts of Performance Efficiency
3.2 Quality Ratio
3.3 Mean Time Between Failures (MTBF)
3.4 Mean Time to Repair (MTTR)
4 Conclusion and Future Studies
References
Decision Making
A Decision Modeling Study with Fuzzy Cognitive Mapping Method on Customers’ Brand Preferences Criteria in Telecommunications Industry
1 Introduction
2 Literature Review
2.1 Brand Prefences of Customers
2.2 Telecommunications Industry
2.3 Fuzzy Cognitive Mapping
3 Methodology
4 Application
4.1 Determining the Criteria
4.2 Analysis
4.3 Scenario Analysis
4.4 Summary of Analysis
5 Conclusion
References
Agile Business Intelligence for Data-Driven Decision-Making Process Automation
1 Introduction
2 Process Automation and Decision Practice
2.1 Decision Support and BI
2.2 Agile Business Intelligence for Decision Support
3 A Case of Telecom: Customer Churn Strategic Management
3.1 Management Problems and Data and Technology Issues
3.2 Architectural Solution and Results
4 Conclusions
References
Analysis of the Financial Performances of Banks with the TOPSIS Method Weighed by Entropy
1 Introduction
2 Literature Research
3 Application of Banks’ Financial Performance Analysis
3.1 Purpose and Scope of the Research
3.2 Methods and Data Used in the Study
3.3 Financial Performance Ranking of Banks with TOPSIS Method
4 Conclusion and Discussion
References
Ranking of Academic Journals in Industrial Engineering
1 Introduction
2 Ranking Criteria and Methodology
2.1 Ranking Criteria
2.2 Methodology
3 Results and Analysis
4 Conclusions
References
Using AHP Method and QFD for Selection of a Goalkeeper in a Football Team
1 Introduction
2 Literature Review
2.1 Analytical Hierarchy Process - AHP
2.2 Quality Function Deployment-QFD
3 Analysis and Results
4 Conclusion
References
Energy Management
Wastewater Forecasting Application by an Integrated Interpolation and Box-Jenkins Modelling Approach in Turkey
1 Introduction
2 Literature Review
3 Methodology
4 Application
5 Conclusions
References
Industrial Applications
Ground Target Tracking UAV
1 Introduction
1.1 Unmanned Aerial Vehicles (UAV) Basics
2 Material and Method
2.1 Material Selection
3 Results and Discussion
3.1 Weight Estimation of the UAV
4 Conclusion
References
Investigation of the Adhesive Coating with the Base of the Sleeve During Centrifugal Induction Sintering
1 Introduction
2 Problem Content and Results of the Work
3 Conclusions
References
Real Time Vibration Measurement for Compact Disc Harrow
1 Introduction
2 Material and Method
2.1 Signal Processing
2.2 Compact Disc Harrow (Vulkollan Model)
3 Results and Discussion
3.1 Vulkollan Model Design versus Mechanical Spring Model Design
4 Conclusion
References
Reference Sample for Porosity Evaluation by Non – Destructive Method – Industrial Computed Tomography
1 Introduction
2 Experimental Research, Reference Defects Values, CT Scanning and Sample Characterisation
3 Conclusions
References
Research on Mechanical Characteristics of Parts Made of 316L Stainless Steel (Material) by Using Selective Laser Melting Technology
1 Introduction
2 Materials and Methods
3 Experimental Procedure
4 Results and Discussion
4.1 Microstructure and Roughness
4.2 Porosity
4.3 Mechanical Characteristics
5 Conclusions
References
Strategic Demand Forecasting with Machine Learning Algorithms in a Dyeing Company
1 Introduction
2 Methods
3 Application of the Machine Learning Models
4 Discussion and Conclusion
References
Industry Robotics, Automation and Industrial Robots in Production Systems
Development and Calculation of the Reliability of a 3D Printer
1 Introduction
2 The Purpose of the Work
3 Determining the Reliability of the New 3D Printer Based on the Markov Graph
4 Calculation Experience
5 Conclusions and Discussion
References
Quality Control Automation System for Furniture Connecting Fittings to Achieve Zero Defect
1 Introduction
2 Vision Based Quality Control Automation System
3 Automatized Control System for Furniture Connecting Fittings
4 Testing and Analysis
5 Conclusions
References
Project of a Robotic Workplace Using Modern Tools
1 Solution Description
2 Design of Some Components of the Workplace
2.1 Effector of Robot
2.2 Storage Unit for Exchangeable Effectors
2.3 Cleaning Station for Machined Parts
2.4 Proposal for the In-Feed of Workpieces to the Working Environment
2.5 Conveyor Design
2.6 Design of an Interoperative Work Table
2.7 Safety Features
2.8 Creating a Workplace Simulation
3 Conclusions
References
Industry 4.0 and 5.0 Applications
Education 5.0: The Effectiveness of Game Based Learning Strategies on Post-pandemic Educational Competences
1 Introduction
2 Literature Review
3 Research Design
4 Framework for an Empirical Study
5 Conclusions
References
Implementation of the Asset Administration Shell Concept to Industrial Augmented Reality Applications
1 Introduction
2 Related Work
2.1 Asset Administration Shell
2.2 Industrial Augmented Reality
2.3 Quality Information Framework
3 Concept
3.1 Creating Administration Shells to Existing Assets and Developing Custom Submodels
3.2 System Architecture
3.3 Data Model
4 Implementation
4.1 AAS Registry and Fileserver
4.2 AR Application
5 Conclusions
References
Optimising Human Potential Through Diversity and Inclusion for Industry/Production 4.0, 5.0 and 6.0
1 Introduction and Background
2 Trends in Automation
3 Industry 4.0, 5.0 and the Future?
4 Skills for the Next Industrial Revolution
5 Equality, Diversity and Inclusion in the Workplace
5.1 Equality
5.2 Diversity
5.3 Inclusion
6 Managing for Diversity
7 Conclusions
References
Proposal of Digital Maturity Model in Healthcare Sector: BWM, CODAS, and MABAC Approaches
1 Introduction
2 Literature Review
3 Methodology
3.1 BWM Method
3.2 MABAC Method
3.3 CODAS Method
4 Digital Maturity Model in Healthcare Sector
4.1 Suggested Criteria for the Digital Maturity Model
4.2 BWM Method Application
4.3 Ranking of the Alternatives Using MABAC
4.4 Ranking of the Alternatives Using CODAS
4.5 Comparison of Results and Sensitivity Analysis
5 Conclusions
References
The Use of Digital Humans for Car Ergonomics as a Virtual Modeling
1 Introduction
2 Related Works
2.1 Human Abilities
2.2 Body Model and Changing
2.3 Body Outline Templates
2.4 Simulation of Interaction with the Car
2.5 Anatomical Basics for Car Design
2.6 Between the Driver-Vehicle System
2.7 Short Driver Problems
2.8 Tall Driver Problems
2.9 Ergonomics of Highly Automated Vehicle
2.10 Objectives of Anthropometric Vehicle Packaging
3 With an Industry 4.0 Perspective
3.1 Mobility 4.0
3.2 Measurement of Movement Spaces
4 An Anthropometric Study of U.S. Truck Drivers
5 Gesture Control and Its Use in Commercial Vehicles
6 The Role of Ergonomics in the Customer\'s Purchasing Decision
7 Ergonomic Car- How are Car Interior Concepts Changing in Course of Industry 5.0
8 Conclusion
References
Information Management and Information Technologies
New Technology Compensation of Restriction Noise at the Analog-to-Digital Conversion of the TV Broadcasting Luminance Signal
1 Introduction
2 Problem Formulation
3 Adaptive Compensation Method of Restriction Noise at the Analog-to-Digital Conversion of TV Broadcasting Luminance Signal
4 Experimental Testing of the Influence of Restriction Noise on Image Reproduction Quality
5 Conclusions and Recommendation
References
Research of the Performance Multiservice Telecommunication Networks Based on the Architectural Concept NGN and FN
1 Introduction
2 General Statement of the Problem
3 Descriptions of the Method for Calculating the Performance Multiservice Telecommunication Networks
4 Features Multiservice Telecommunication Networks Based on LTE Technology
5 Analysis of the Effectiveness Technology Family Mechanism 5G New Radio
6 Conclusions and Recommendation
References
Miscellaneous Topics
A Constraint Programming Model for the Open Vehicle Routing Problem with Heterogeneous Vehicle Fleet
1 Introduction
2 Literature Review
3 Problem Definition
4 Mixed Integer Linear Programming Formulation
5 Constraint Programming Formulation
6 Computational Results
7 Conclusions
References
A Customized Web-Based Training Platform for Industry 4.0
1 Introduction
2 Web-Based Education Platforms
3 Customized Training Plan Development
4 Proposed Web-Based Education Platform
5 Conclusions
References
Data Envelopment Analysis for Branch Evaluation: A Case Study in an Underwear Company in Turkey
1 Introduction
2 Lıterature Review
3 Methodology
4 Results
5 Conclusions
References
Energy Efficiency Analysis When Grinding and Diamond Burnishing of Components
1 Introduction
2 From Energy Efficiency to Eco-Efficiency
3 Cooling and Lubricating Methods
4 Materials and Methods
4.1 Experimental Conditions
4.2 Characteristics of the Kraljic Matrix
5 Results of the experiments
5.1 Results for Grinding Experiments
5.2 Results for Diamond Burnishing
6 Investigation of Roughness Parameters Using Factorial Experiment Design
6.1 Investigation of Roughness Parameters Using Factorial Experiment Design in Grinding
6.2 Investigation of Roughness Parameters Using Factorial Experiment Design for Diamond Burnishing
6.3 Investigation of the Improvement Factor
7 Conclusions
References
Finding More Effective Leadership Style in Quality Management Using AHP Method
1 Introduction
2 Literature Review
2.1 Idealized Influence
2.2 Intellectual Stimulation
2.3 Inspirational Motivation
2.4 Individualized Consideration
3 Methodology
3.1 Step 1- Define Alternatives
3.2 Step 2- Define the Problem and Criterions
3.3 Step 3- Establish Priority Amongst Criteria Using Pairwise Comparison
3.4 Step 4- Check Consistency
4 Result and Discussion
References
Improvement of Medical Consumables Inventory Management by Simulation and Optimization in Hospitals
1 Introduction
2 Literature Review
3 Methodology
3.1 Applications
4 Results
4.1 Outputs of Models
4.2 Output Analysis
5 Conclusions
References
Risk Analysis in Physical Asset Management Under Sustainability
1 Introduction
2 Literature Review
3 Physical Asset Risk Management Under Sustainability
3.1 Identification of Potential Risk Factors
3.2 Determine Criteria and Sub-criteria Structure
3.3 Calculate the Weighs of Criteria
3.4 Risk Ranking
4 Case Study
4.1 Identification of Potential Physical Asset Risk Factors in GP
4.2 Calculate the Weights of Criteria
4.3 Rank the Physical Asset Risk
5 Conclusions
References
Production Planning Digitalization Using Open-Source Big Data Technologies
1 Introduction
2 Related Works
3 Architectural Overview of the Framework
3.1 Functional Architecture
3.2 Component Architecture
3.3 Prototype Architecture
4 Experiments and Results
4.1 Experimental Setup
4.2 Production Plans Data
4.3 Apache NIFI Production Pipeline
4.4 Production Plans Data Analysis and Visualization
5 Conclusions
References
The Evolution of Spiritual Values and Their Way in Society
1 Introduction
2 Analysis of the Evolution of Spiritual Values
3 Conclusions and Recommendation
References
Operations Research Applications and Optimization
A Novel Mathematical Model for Mixed-Blocking Permutation Flow Shop Scheduling Problem with Batch Delivery
1 Introduction
2 Literature Review
3 Problem Definition
4 Constraint Programming Model
5 Results and Analysis
6 Conclusions
References
Effects of Drag Finishing on a SLM-Manufactured Titanium Reconstruction Plate
1 Introduction
2 Materials and Methods
2.1 Selective Laser Melting
2.2 Drag Finishing
2.3 Surface Roughness Analysis
2.4 Computer Tomography Scan
2.5 Tensile Testing
3 Results
4 Conclusions
References
Study of Improving Spur Gears with the Generative Design Method
1 Introduction
2 Experimental Procedure
3 Results
4 Conclusion
References
Whale Optimization Algorithm for Airport Gate Assignment Problem
1 Introduction
2 Literature Review
3 Problem Definition and Model Formulations
4 Whale Optimization Algorithm
5 Adaptation of WOA to GAP
6 Computational Results
7 Conclusions and Future Work
References
Whale Optimization Algorithm for Job Scheduling Problem
1 Introduction
2 Literature Review
3 WOA
4 JSP
5 Evaluation Experiments and Numerical Results
6 Conclusions and Future Works
References
Research and Development and Technology Management
A Sustainable Model for Developing Low Carbon Products
1 Introduction
2 Literature Review
3 Methodology and Analysis
4 Conclusions
References
Future of Lithium Ion Batteries for Electric Vehicles: Problems and Expected Developments
1 General Battery Types
2 Lithium Ion Batteries for EVs
3 Future of Batteries for Transportation Technologies: Practical and Quickyl Adaptable Solutions
3.1 Overcoming Range Anxiety
3.2 Fast Charging
3.3 Life of Batteries: Electrolyte View
4 Conclusion
References
Scheduling
A Course Timetabling Problem for Classroom Usage Minimization
1 Introduction
2 Problem Definition
2.1 Assumptions
2.2 Integer Programming Model
3 Decision Support System
4 Conclusion
References
Mathematical Models for No-Wait Permutation Flowshop Scheduling Problems
1 Introduction
2 Mathematical Models
3 Computational Results
4 Conclusion and Future Work
References
Simulation and Modelling
A Simulation Modelling for Warehouse Management Design in Retail Industry
1 Introduction
2 Methodology
2.1 Types of Warehouse Operations
2.2 Simulation in Warehouse Management
3 Application
3.1 Arena Model
3.2 Data Types
3.3 Acceptance of Goods
3.4 Put-Away
4 Simulation
4.1 Bottleneck Analysis
4.2 Scenario Analysis
4.3 New System Recommendation
5 Conclusions
References
Simulation of an Antenna Device with Frequency Scanning
1 Introduction
2 Description of the Algorithm
3 Simulation Results
4 Transition to a Series-Parallel Scheme for Constructing a Power Divider
5 Conclusions and Recommendation
References
Supply Chain Management and Sustainability
Analysis of Steel Production Life Cycle Inventory Datasets
1 Introduction
2 Materials and Methods
3 Results
4 Discussion and Conclusion
References
Green Lean Supplier Selection Using Fuzzy SWARA and Fuzzy COPRAS
1 Introductıon
2 Research Background
3 Research Methodology
4 Case Study
5 Discussions and Conclusions
References
Improving Surface Quality of Laser Powder Bed Fusion Manufactured Metal Parts by Vibratory Polishing for Sustainable Production
1 Introduction
2 Materials and Methods
3 Results and Discussions
4 Conclusions
References
Optimizing Parcel Locker Locations with Pricing Decisions in Last-Mile Delivery
1 Introduction
2 Literature Review
3 Problem Definition
4 Proposed Mathematical Model
5 Computational Study
6 Conclusion
References
The Impact of Intra-organizational Facilitators on Information Sharing and Information Quality in Supply Chain of SMEs in Karachi, Pakistan
1 Introduction
2 Literature Review and Hypotheses
2.1 Information Sharing
2.2 Information Quality
2.3 Intra-organizational Facilitators
3 Methodology
3.1 Questionnaire Design
3.2 Sampling and Data Collection
4 Results
4.1 Reliability Analysis
4.2 Hypothesis Testing
5 Conclusion
References
The Path to a Resilient Lean Green Supply Chain
1 Introduction
2 Framework Development, Materials and Methods
3 Case Study and Results
3.1 Context of the Study
3.2 Risks Identification
3.3 Risk Assessment and Prioritization
3.4 Risks Treatment, Control and Monitoring
4 Discussion and Conclusions
5 Annex
References
Capstone Projects
A DSS for Competency-Based Workforce Scheduling for Multi-production Lines
1 Introduction
2 Problem Definition
3 Literature Review
4 Modelling and Formulation
5 Solution Methods
6 Computational Results
7 Decision Support System
8 Conclusion
References
A Flexible Facility Layout Design for a Project-Based Production System
1 Introduction
2 Literature Review
3 Solution Method
3.1 Mathematical Model
3.2 Branch and Bound Algorithm
4 Computational Results
4.1 Verification and Validation of the Proposed Methods
4.2 Decision Support System
5 Conclusions
References
A Genetic Algorithm for a Real-Life Scheduling Problem in the Valve Industry
1 Introduction
2 A Detailed Description of the Problem
3 Literature Review
4 Solution Methodology
4.1 Mathematical Model
4.2 Genetic Algorithm
5 Computational Study
6 Conclusions
References
A Simulation Based Analysis for Sewing Lines of Apparel Industry
1 Introduction
2 Problem Definition
3 Data Analysis and Distribution Fitting
3.1 Data Analysis
3.2 Distribution Fitting and the Output Analyzer
4 Simulation Model and Solution Methodology
4.1 Distribution Fitting and the Output Analyzer
4.2 Verification of Queue Length Based Policy – Deterministic System
4.3 Solution Methodology
4.4 Design of Experiments
5 Conclusion
References
Analysing Barriers of Sales and Distribution Processes in Agrochemical Industry
1 Introduction
2 Barrıers Agaınst Sales and Dıstrıbutıon Processes in Agrochemıcal Industry
3 Barrıers for the Case Study
4 Methodology
5 Implementation of the Study and Results
6 Discussion and Conclusion
References
Assembly Line and Workload Balancing with Competency-Based Worker Assignment in Apparel Production
1 Introduction
2 Literature Analysis
3 Solution Methodology
4 Computational Results
5 Conclusions
References
Course Scheduling Problem and Real-Life Implementation
1 Introduction
2 Problem Definition
3 Literature Review
4 Modelling and Solution Methodology
5 Conclusion
References
Cut-Off Optimization in Liner Shipping: A Case Study
1 Introduction
2 Literature Review
3 Methodology
4 Conclusions
References
Multiple Size Cutting Stock Problem in Steel Industry
1 Introduction
2 Problem Definition
3 Literature Review
4 Modelling and Solution Methodology
5 Results and Numerical Solutions
6 Conclusions
References
Demand Forecasting and Inventory Control System for Industrial Valves
1 Introduction
2 General System Analysis
2.1 Macro and Micro System Analysis
2.2 Symptoms and Problem Definition
3 Literature Review
4 Mathematical Modelling
4.1 Mathematical Model for Demand Forecasting
4.2 Mathematical Model for Inventory Management
5 Solution Methodologies
5.1 Solution Techniques for Demand Forecasting
5.2 Solution Techniques for Inventory Management
6 Computational Results
6.1 Computational Results for Demand Forecasting
6.2 Computational Results for Inventory Management
6.3 Heuristic Solution and DSS
7 Conclusions and Future Work
References
Evaluation of Retailer Performance in Turkey
1 Introduction
2 Literature Review
3 Methodology
4 Performance Evaluation for Turkey Retail Business
5 Conclusıon
6 Limitations and Further Research
References
Facility Layout Design for Dangerous Goods Containers in the Warehouse
1 Introduction
2 Determining Factors Affecting Facility Layout Planning
3 Methodology
3.1 SWARA
3.2 BLOCPLAN
4 Implementation and Results
4.1 Implementation and Results of SWARA
4.2 Implementation and Results of BLOCPLAN
5 Conclusion
References
Job Scheduling Problem in the Production of Electrical Equipment
1 Introduction
2 Lıterature Review
3 Problem Definition
4 Modeling and Formulation
5 Computational Results
6 Conclusions
References
Multi-stage Inventory Management and Transportation Planning
1 Introduction
2 Problem Definition
3 Literature Review
4 Modelling and Solution Methodology
4.1 ABC Analysis
4.2 Simulation Model for Ordering Policies
4.3 Transportation Planning
5 Conclusion
References
Quality Function Deployment to Improve Beverage Packaging Design and Sustainability
1 Introduction
2 Literature Review
2.1 Product Design
2.2 Sustainable Product Design and Sustainable Beverage Packaging Design
3 QFD Methodology
4 QFD in Sustainable Packaging Design: Case Study
4.1 Determination of Customers’ Requirements and Technical Properties in the Beverage Packaging
4.2 Steps of QFD
5 Findings and Discussion
6 Conclusion
References
Women\'s Cooperatives Collection Center Location Selection
1 Introduction
2 Literature Review
2.1 Current Status of Women Cooperatives in Turkey
2.2 Collection Center Location Selection for Woman Cooperatives
3 Methodology: AHP
4 Implementation and Results
5 Conclusion
References
Author Index